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Hyperspectral Image Classification Using Similarity Measurements-Based Deep Recurrent Neural Networks

Remote sensing (Basel, Switzerland), 2019-01, Vol.11 (2), p.194

2019

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Hybrid forward-selection method-based water-quality estimation via combining Landsat TM, ETM+, and OLI/TIRS images and ancillary environmental data

PloS one, 2018-07, Vol.13 (7), p.e0201255-e0201255

2018

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Impacts of Land Change on Ecosystem Services in the San Antonio River Basin, Texas, from 1984 to 2010

Ecological economics, 2017-05, Vol.135, p.125-135

2017

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Fast Sequential Feature Extraction for Recurrent Neural Network-Based Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2021-07, Vol.59 (7), p.5920-5937

2021

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Spatial and temporal changes in biodiversity and ecosystem services in the San Antonio River Basin, Texas, from 1984 to 2010

The Science of the total environment, 2018-04, Vol.619-620, p.1259-1271

2018

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Limited effects of tree planting on forest canopy cover and rural livelihoods in Northern India

Nature sustainability, 2021-11, Vol.4 (11), p.997-1004

2021

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Estimation of floodplain aboveground biomass using multispectral remote sensing and nonparametric modeling

ITC journal, 2014-12, Vol.33, p.119-126

2014

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Modelling Red-Crowned Parrot (Psittaciformes: Amazona viridigenalis [Cassin, 1853]) distributions in the Rio Grande Valley of Texas using elevation and vegetation indices and their derivatives

PloS one, 2023-12, Vol.18 (12), p.e0294118

2023

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Land change in the Brazilian Savanna (Cerrado), 1986–2002: Comparative analysis and implications for land-use policy

Land use policy, 2008-10, Vol.25 (4), p.579-595

2008

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What is the Direction of Land Change? A New Approach to Land-Change Analysis

Remote sensing (Basel, Switzerland), 2017-08, Vol.9 (8), p.850

2017

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Fuzzy learning vector quantization for hyperspectral coastal vegetation classification

Remote sensing of environment, 2006-02, Vol.100 (4), p.512-530

2006

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Geographically Adaptive Inversion Model for Improving Bathymetric Retrieval From Satellite Multispectral Imagery

IEEE transactions on geoscience and remote sensing, 2014-01, Vol.52 (1), p.465-476

2014

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Influence of shadow removal on image classification in riverine environments

Optics letters, 2013-05, Vol.38 (10), p.1676

2013

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Influence of river channel morphology and bank characteristics on water surface boundary delineation using high-resolution passive remote sensing and template matching

Earth surface processes and landforms, 2014-06, Vol.39 (7), p.977-986

2014

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Comparison of Image Endmember- and Object-Based Classification of Very-High-Spatial-Resolution Unmanned Aircraft System (UAS) Narrow-Band Images for Mapping Riparian Forests and Other Land Covers

Land (Basel), 2022-02, Vol.11 (2), p.246

2022

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Hyperspectral remote sensing of aboveground biomass on a river meander bend using multivariate adaptive regression splines and stochastic gradient boosting

Remote sensing letters, 2014-05, Vol.5 (5), p.432-441

2014

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Support Vector Machine-Based Endmember Extraction

IEEE transactions on geoscience and remote sensing, 2009-03, Vol.47 (3), p.771-791

2009

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River-flow boundary delineation from digital aerial photography and ancillary images using Support Vector Machines

GIScience and remote sensing, 2013-02, Vol.50 (1), p.1-25

2013

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Hyperspectral agricultural mapping using support vector machine-based endmember extraction (SVM-BEE)

Optics express, 2009-12, Vol.17 (26), p.23823-23842

2009

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Land Change in the Mission-Aransas Coastal Region, Texas: Implications for Coastal Vulnerability and Protected Areas

Sustainability, 2013-10, Vol.5 (10), p.4247-4267

2013

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Introduction of spatial smoothness constraints via linear diffusion for optimization-based hyperspectral coastal ocean remote-sensing inversion

Journal of Geophysical Research - Oceans, 2008-03, Vol.113 (C3), p.C03013-n/a

2008

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Effect of Continuum Removal on Hyperspectral Coastal Vegetation Classification Using a Fuzzy Learning Vector Quantizer

IEEE transactions on geoscience and remote sensing, 2007-06, Vol.45 (6), p.1857-1869

2007

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Derivative-Neural Spectroscopy for Hyperspectral Bathymetric Inversion

The Professional geographer, 2007-05, Vol.59 (2), p.236-255

Filippi, Anthony M.

2007

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Computationally efficient sequential feature extraction for single hyperspectral remote sensing image classification

Abstracts of the ICA (Online), 2021-12, Vol.3, p.1-2

2021

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Spatial Scale Management Experiments Using Optical Aerial Imagery and LIDAR Data Synergy

GIScience and remote sensing, 2010-07, Vol.47 (3), p.338-359

2010

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Hyperspectral Image Classification Using Similarity Measurements-Based Deep Recurrent Neural Networks

Hybrid forward-selection method-based water-quality estimation via combining Landsat TM, ETM+, and OLI/TIRS images and ancillary environmental data

Impacts of Land Change on Ecosystem Services in the San Antonio River Basin, Texas, from 1984 to 2010

Fast Sequential Feature Extraction for Recurrent Neural Network-Based Hyperspectral Image Classification

Spatial and temporal changes in biodiversity and ecosystem services in the San Antonio River Basin, Texas, from 1984 to 2010

Limited effects of tree planting on forest canopy cover and rural livelihoods in Northern India

Estimation of floodplain aboveground biomass using multispectral remote sensing and nonparametric modeling

Modelling Red-Crowned Parrot (Psittaciformes: Amazona viridigenalis [Cassin, 1853]) distributions in the Rio Grande Valley of Texas using elevation and vegetation indices and their derivatives

Land change in the Brazilian Savanna (Cerrado), 1986–2002: Comparative analysis and implications for land-use policy

What is the Direction of Land Change? A New Approach to Land-Change Analysis

Fuzzy learning vector quantization for hyperspectral coastal vegetation classification

Geographically Adaptive Inversion Model for Improving Bathymetric Retrieval From Satellite Multispectral Imagery

Influence of shadow removal on image classification in riverine environments

Influence of river channel morphology and bank characteristics on water surface boundary delineation using high-resolution passive remote sensing and template matching

Comparison of Image Endmember- and Object-Based Classification of Very-High-Spatial-Resolution Unmanned Aircraft System (UAS) Narrow-Band Images for Mapping Riparian Forests and Other Land Covers

Hyperspectral remote sensing of aboveground biomass on a river meander bend using multivariate adaptive regression splines and stochastic gradient boosting

Support Vector Machine-Based Endmember Extraction

River-flow boundary delineation from digital aerial photography and ancillary images using Support Vector Machines

Hyperspectral agricultural mapping using support vector machine-based endmember extraction (SVM-BEE)

Land Change in the Mission-Aransas Coastal Region, Texas: Implications for Coastal Vulnerability and Protected Areas

Introduction of spatial smoothness constraints via linear diffusion for optimization-based hyperspectral coastal ocean remote-sensing inversion

Effect of Continuum Removal on Hyperspectral Coastal Vegetation Classification Using a Fuzzy Learning Vector Quantizer

Derivative-Neural Spectroscopy for Hyperspectral Bathymetric Inversion

Computationally efficient sequential feature extraction for single hyperspectral remote sensing image classification

Spatial Scale Management Experiments Using Optical Aerial Imagery and LIDAR Data Synergy

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